Pandas Profiling Report

Dataset statistics

Number of variables	16
Number of observations	7124
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	890.6 KiB
Average record size in memory	128.0 B

Variable types

NUM	16

Warnings

`Lunation Number` is highly correlated with `Year` and 1 other fields	High correlation
`Year` is highly correlated with `Lunation Number` and 1 other fields	High correlation
`Saros Number` is highly correlated with `Year` and 1 other fields	High correlation
`Latitude` is highly correlated with `Gamma`	High correlation
`Gamma` is highly correlated with `Latitude`	High correlation
`Lunation Number` has unique values	Unique
`Hour` has 309 (4.3%) zeros	Zeros
`Minute` has 132 (1.9%) zeros	Zeros
`Second` has 109 (1.5%) zeros	Zeros
`Sun Altitude` has 2558 (35.9%) zeros	Zeros

Reproduction

Analysis started	2020-12-18 20:56:50.285706
Analysis finished	2020-12-18 20:57:32.691404
Duration	42.41 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

Year
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3000
Distinct (%)	42.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1505.684166
Minimum	1
Maximum	3000
Zeros	0
Zeros (%)	0.0%
Memory size	55.7 KiB

Quantile statistics

Minimum	1
5-th percentile	144.15
Q1	748
median	1510.5
Q3	2261
95-th percentile	2858
Maximum	3000
Range	2999
Interquartile range (IQR)	1513

Descriptive statistics

Standard deviation	868.656401
Coefficient of variation (CV)	0.5769180685
Kurtosis	-1.199475048
Mean	1505.684166
Median Absolute Deviation (MAD)	756.5
Skewness	-0.004438847944
Sum	10726494
Variance	754563.9429
Monotocity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2904	5	0.1%
148	5	0.1%
18	5	0.1%
2709	5	0.1%
83	5	0.1%
2206	5	0.1%
2839	5	0.1%
1255	5	0.1%
669	5	0.1%
1935	5	0.1%
Other values (2990)	7074	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2	< 0.1%
2	2	< 0.1%
3	3	< 0.1%
4	2	< 0.1%
5	2	< 0.1%

Value	Count	Frequency (%)
3000	2	< 0.1%
2999	2	< 0.1%
2998	2	< 0.1%
2997	2	< 0.1%
2996	3	< 0.1%

Month
Real number (ℝ_≥0)

Distinct	12
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.525828186
Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Memory size	55.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	7
Q3	10
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.453594156
Coefficient of variation (CV)	0.5292192895
Kurtosis	-1.210904282
Mean	6.525828186
Median Absolute Deviation (MAD)	3
Skewness	-0.01141406359
Sum	46490
Variance	11.92731259
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	609	8.5%
12	607	8.5%
5	605	8.5%
10	604	8.5%
7	603	8.5%
3	601	8.4%
8	601	8.4%
9	590	8.3%
11	588	8.3%
4	585	8.2%
Other values (2)	1131	15.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	609	8.5%
2	551	7.7%
3	601	8.4%
4	585	8.2%
5	605	8.5%

Value	Count	Frequency (%)
12	607	8.5%
11	588	8.3%
10	604	8.5%
9	590	8.3%
8	601	8.4%

Day
Real number (ℝ_≥0)

Distinct	31
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	15.73133071
Minimum	1
Maximum	31
Zeros	0
Zeros (%)	0.0%
Memory size	55.7 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	8
median	16
Q3	23
95-th percentile	29
Maximum	31
Range	30
Interquartile range (IQR)	15

Descriptive statistics

Standard deviation	8.794962431
Coefficient of variation (CV)	0.5590730112
Kurtosis	-1.196098239
Mean	15.73133071
Median Absolute Deviation (MAD)	8
Skewness	0.005765245367
Sum	112070
Variance	77.35136417
Monotocity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
25	261	3.7%
4	256	3.6%
15	255	3.6%
3	254	3.6%
26	252	3.5%
16	248	3.5%
21	247	3.5%
12	247	3.5%
22	243	3.4%
11	240	3.4%
Other values (21)	4621	64.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	236	3.3%
2	206	2.9%
3	254	3.6%
4	256	3.6%
5	234	3.3%

Value	Count	Frequency (%)
31	138	1.9%
30	210	2.9%
29	226	3.2%
28	217	3.0%
27	220	3.1%

Hour
Real number (ℝ_≥0)

ZEROS

Distinct	24
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.41633914
Minimum	0
Maximum	23
Zeros	309
Zeros (%)	4.3%
Memory size	55.7 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	5
median	11
Q3	17
95-th percentile	22
Maximum	23
Range	23
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	6.912594212
Coefficient of variation (CV)	0.6055000758
Kurtosis	-1.207951523
Mean	11.41633914
Median Absolute Deviation (MAD)	6
Skewness	0.001828924562
Sum	81330
Variance	47.78395874
Monotocity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
9	343	4.8%
17	333	4.7%
5	325	4.6%
4	321	4.5%
20	321	4.5%
1	319	4.5%
13	318	4.5%
21	314	4.4%
18	311	4.4%
0	309	4.3%
Other values (14)	3910	54.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	309	4.3%
1	319	4.5%
2	288	4.0%
3	269	3.8%
4	321	4.5%

Value	Count	Frequency (%)
23	249	3.5%
22	305	4.3%
21	314	4.4%
20	321	4.5%
19	245	3.4%

Minute
Real number (ℝ_≥0)

ZEROS

Distinct	60
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	29.57411567
Minimum	0
Maximum	59
Zeros	132
Zeros (%)	1.9%
Memory size	55.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	15
median	30
Q3	45
95-th percentile	57
Maximum	59
Range	59
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	17.48673859
Coefficient of variation (CV)	0.5912852573
Kurtosis	-1.216235872
Mean	29.57411567
Median Absolute Deviation (MAD)	15
Skewness	-0.00417108084
Sum	210686
Variance	305.7860265
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17	149	2.1%
55	146	2.0%
36	143	2.0%
4	140	2.0%
34	138	1.9%
59	137	1.9%
46	136	1.9%
48	135	1.9%
54	132	1.9%
0	132	1.9%
Other values (50)	5736	80.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	132	1.9%
1	120	1.7%
2	117	1.6%
3	113	1.6%
4	140	2.0%

Value	Count	Frequency (%)
59	137	1.9%
58	117	1.6%
57	112	1.6%
56	119	1.7%
55	146	2.0%

Second
Real number (ℝ_≥0)

ZEROS

Distinct	60
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	29.43879843
Minimum	0
Maximum	59
Zeros	109
Zeros (%)	1.5%
Memory size	55.7 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	15
median	29
Q3	44
95-th percentile	57
Maximum	59
Range	59
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	17.21196165
Coefficient of variation (CV)	0.5846692993
Kurtosis	-1.174586653
Mean	29.43879843
Median Absolute Deviation (MAD)	15
Skewness	0.01912891729
Sum	209722
Variance	296.2516238
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23	142	2.0%
8	138	1.9%
40	136	1.9%
31	135	1.9%
22	134	1.9%
25	134	1.9%
39	130	1.8%
58	130	1.8%
42	130	1.8%
16	130	1.8%
Other values (50)	5785	81.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	109	1.5%
1	119	1.7%
2	123	1.7%
3	118	1.7%
4	114	1.6%

Value	Count	Frequency (%)
59	109	1.5%
58	130	1.8%
57	121	1.7%
56	124	1.7%
55	129	1.8%

Delta T (s)
Real number (ℝ)

Distinct	4430
Distinct (%)	62.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2623.782847
Minimum	-6
Maximum	10520
Zeros	6
Zeros (%)	0.1%
Memory size	55.7 KiB

Quantile statistics

Minimum	-6
5-th percentile	12
Q1	331.75
median	1488.5
Q3	3955.25
95-th percentile	9124.4
Maximum	10520
Range	10526
Interquartile range (IQR)	3623.5

Descriptive statistics

Standard deviation	2874.150626
Coefficient of variation (CV)	1.095422447
Kurtosis	0.3402944201
Mean	2623.782847
Median Absolute Deviation (MAD)	1382.5
Skewness	1.184776389
Sum	18691829
Variance	8260741.819
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
12	70	1.0%
10	52	0.7%
16	43	0.6%
7	43	0.6%
9	42	0.6%
24	42	0.6%
8	41	0.6%
11	39	0.5%
-6	34	0.5%
17	33	0.5%
Other values (4420)	6685	93.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-6	34	0.5%
-5	13	0.2%
-4	10	0.1%
-3	4	0.1%
-2	5	0.1%

Value	Count	Frequency (%)
10520	1	< 0.1%
10515	1	< 0.1%
10510	1	< 0.1%
10505	1	< 0.1%
10500	1	< 0.1%

Lunation Number
Real number (ℝ)

HIGH CORRELATION
UNIQUE

Distinct	7124
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-6107.755474
Minimum	-24719
Maximum	12378
Zeros	0
Zeros (%)	0.0%
Memory size	55.7 KiB

Quantile statistics

Minimum	-24719
5-th percentile	-22945.25
Q1	-15476.5
median	-6047
Q3	3230.25
95-th percentile	10616.25
Maximum	12378
Range	37097
Interquartile range (IQR)	18706.75

Descriptive statistics

Standard deviation	10743.78181
Coefficient of variation (CV)	-1.759039283
Kurtosis	-1.199457299
Mean	-6107.755474
Median Absolute Deviation (MAD)	9355
Skewness	-0.004451505483
Sum	-43511650
Variance	115428847.6
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8188	1	< 0.1%
-7599	1	< 0.1%
3475	1	< 0.1%
-5528	1	< 0.1%
-11673	1	< 0.1%
7577	1	< 0.1%
11679	1	< 0.1%
-13732	1	< 0.1%
-19877	1	< 0.1%
9995	1	< 0.1%
Other values (7114)	7114	99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-24719	1	< 0.1%
-24713	1	< 0.1%
-24707	1	< 0.1%
-24701	1	< 0.1%
-24695	1	< 0.1%

Value	Count	Frequency (%)
12378	1	< 0.1%
12372	1	< 0.1%
12366	1	< 0.1%
12360	1	< 0.1%
12355	1	< 0.1%

Saros Number
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	142
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	119.8802639
Minimum	49
Maximum	190
Zeros	0
Zeros (%)	0.0%
Memory size	55.7 KiB

Quantile statistics

Minimum	49
5-th percentile	70
Q1	95
median	120
Q3	145
95-th percentile	170
Maximum	190
Range	141
Interquartile range (IQR)	50

Descriptive statistics

Standard deviation	31.00446922
Coefficient of variation (CV)	0.2586286367
Kurtosis	-0.8591954257
Mean	119.8802639
Median Absolute Deviation (MAD)	25
Skewness	0.009622176535
Sum	854027
Variance	961.2771115
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127	82	1.2%
109	81	1.1%
129	80	1.1%
111	79	1.1%
147	77	1.1%
146	76	1.1%
145	76	1.1%
108	76	1.1%
90	75	1.1%
148	75	1.1%
Other values (132)	6347	89.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
49	2	< 0.1%
50	6	0.1%
51	6	0.1%
52	9	0.1%
53	13	0.2%

Value	Count	Frequency (%)
190	1	< 0.1%
189	5	0.1%
188	7	0.1%
187	8	0.1%
186	12	0.2%

Eclipse Type
Real number (ℝ_≥0)

Distinct	19
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	8.392897249
Minimum	1
Maximum	19
Zeros	0
Zeros (%)	0.0%
Memory size	55.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	11
Q3	14
95-th percentile	14
Maximum	19
Range	18
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	5.435121157
Coefficient of variation (CV)	0.6475858093
Kurtosis	-1.50227774
Mean	8.392897249
Median Absolute Deviation (MAD)	3
Skewness	-0.4438260045
Sum	59791
Variance	29.54054199
Monotocity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
11	2303	32.3%
1	2280	32.0%
14	1845	25.9%
7	260	3.6%
13	100	1.4%
12	97	1.4%
4	45	0.6%
17	45	0.6%
3	25	0.4%
5	23	0.3%
Other values (9)	101	1.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	2280	32.0%
2	20	0.3%
3	25	0.4%
4	45	0.6%
5	23	0.3%

Value	Count	Frequency (%)
19	7	0.1%
18	8	0.1%
17	45	0.6%
16	2	< 0.1%
15	11	0.2%

Gamma
Real number (ℝ)

HIGH CORRELATION

Distinct	6340
Distinct (%)	89.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.001531471084
Minimum	-1.569
Maximum	1.5706
Zeros	0
Zeros (%)	0.0%
Memory size	55.7 KiB

Quantile statistics

Minimum	-1.569
5-th percentile	-1.390635
Q1	-0.781475
median	-0.005
Q3	0.7716
95-th percentile	1.394655
Maximum	1.5706
Range	3.1396
Interquartile range (IQR)	1.553075

Descriptive statistics

Standard deviation	0.8990261263
Coefficient of variation (CV)	-587.0343462
Kurtosis	-1.211814132
Mean	-0.001531471084
Median Absolute Deviation (MAD)	0.7766
Skewness	0.001172210511
Sum	-10.9102
Variance	0.8082479757
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.0058	4	0.1%
-0.4991	4	0.1%
0.2556	3	< 0.1%
-0.8213	3	< 0.1%
0.1763	3	< 0.1%
0.8516	3	< 0.1%
1.3157	3	< 0.1%
-0.0011	3	< 0.1%
0.7413	3	< 0.1%
0.5984	3	< 0.1%
Other values (6330)	7092	99.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.569	1	< 0.1%
-1.5674	1	< 0.1%
-1.5659	1	< 0.1%
-1.5625	1	< 0.1%
-1.5588	1	< 0.1%

Value	Count	Frequency (%)
1.5706	1	< 0.1%
1.565	1	< 0.1%
1.5587	1	< 0.1%
1.5581	1	< 0.1%
1.5569	1	< 0.1%

Eclipse Magnitude
Real number (ℝ_≥0)

Distinct	3654
Distinct (%)	51.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.8145370578
Minimum	0.0003
Maximum	1.0813
Zeros	0
Zeros (%)	0.0%
Memory size	55.7 KiB

Quantile statistics

Minimum	0.0003
5-th percentile	0.14105
Q1	0.68535
median	0.9507
Q3	1.02
95-th percentile	1.0623
Maximum	1.0813
Range	1.081
Interquartile range (IQR)	0.33465

Descriptive statistics

Standard deviation	0.2984566211
Coefficient of variation (CV)	0.3664125753
Kurtosis	0.3869263555
Mean	0.8145370578
Median Absolute Deviation (MAD)	0.0854
Skewness	-1.324326552
Sum	5802.762
Variance	0.08907635466
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9422	10	0.1%
1.0475	10	0.1%
0.9506	10	0.1%
1.0371	9	0.1%
1.0464	9	0.1%
0.9474	9	0.1%
1.0065	9	0.1%
1.0388	9	0.1%
1.0495	9	0.1%
0.9481	9	0.1%
Other values (3644)	7031	98.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0003	1	< 0.1%
0.0009	1	< 0.1%
0.001	1	< 0.1%
0.0013	1	< 0.1%
0.0019	1	< 0.1%

Value	Count	Frequency (%)
1.0813	1	< 0.1%
1.0812	1	< 0.1%
1.0811	1	< 0.1%
1.081	1	< 0.1%
1.0807	1	< 0.1%

Latitude
Real number (ℝ)

HIGH CORRELATION

Distinct	1542
Distinct (%)	21.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1020494104
Minimum	-88.5
Maximum	89.5
Zeros	2
Zeros (%)	< 0.1%
Memory size	55.7 KiB

Quantile statistics

Minimum	-88.5
5-th percentile	-71
Q1	-51.3
median	0.4
Q3	52
95-th percentile	70.9
Maximum	89.5
Range	178
Interquartile range (IQR)	103.3

Descriptive statistics

Standard deviation	50.73545894
Coefficient of variation (CV)	497.1656251
Kurtosis	-1.423050035
Mean	0.1020494104
Median Absolute Deviation (MAD)	51.6
Skewness	-0.008307880137
Sum	727
Variance	2574.086793
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-61	43	0.6%
-61.2	36	0.5%
61.2	36	0.5%
-61.1	35	0.5%
-71.9	34	0.5%
61.1	34	0.5%
61	34	0.5%
61.3	31	0.4%
-61.3	31	0.4%
60.9	31	0.4%
Other values (1532)	6779	95.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-88.5	1	< 0.1%
-88	1	< 0.1%
-87.5	2	< 0.1%
-87.2	1	< 0.1%
-86.9	1	< 0.1%

Value	Count	Frequency (%)
89.5	1	< 0.1%
88.1	1	< 0.1%
87.6	2	< 0.1%
87.3	1	< 0.1%
86.4	1	< 0.1%

Longitude
Real number (ℝ)

Distinct	3073
Distinct (%)	43.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.285612016
Minimum	-179.9
Maximum	180
Zeros	1
Zeros (%)	< 0.1%
Memory size	55.7 KiB

Quantile statistics

Minimum	-179.9
5-th percentile	-160.8
Q1	-89.1
median	1.6
Q3	91.625
95-th percentile	162.7
Maximum	180
Range	359.9
Interquartile range (IQR)	180.725

Descriptive statistics

Standard deviation	104.0035211
Coefficient of variation (CV)	80.8980624
Kurtosis	-1.20238398
Mean	1.285612016
Median Absolute Deviation (MAD)	90.5
Skewness	-0.005296028316
Sum	9158.7
Variance	10816.7324
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133.9	8	0.1%
-173.3	7	0.1%
27.6	7	0.1%
-15	7	0.1%
58.8	7	0.1%
-123.3	7	0.1%
27	7	0.1%
160.4	7	0.1%
121.2	7	0.1%
-100.7	7	0.1%
Other values (3063)	7053	99.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-179.9	3	< 0.1%
-179.8	2	< 0.1%
-179.6	2	< 0.1%
-179.5	2	< 0.1%
-179.4	3	< 0.1%

Value	Count	Frequency (%)
180	2	< 0.1%
179.9	1	< 0.1%
179.8	1	< 0.1%
179.6	3	< 0.1%
179.4	3	< 0.1%

Sun Altitude
Real number (ℝ_≥0)

ZEROS

Distinct	91
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	36.58043234
Minimum	0
Maximum	90
Zeros	2558
Zeros (%)	35.9%
Memory size	55.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	39
Q3	66
95-th percentile	86
Maximum	90
Range	90
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	32.41111326
Coefficient of variation (CV)	0.8860232421
Kurtosis	-1.537757184
Mean	36.58043234
Median Absolute Deviation (MAD)	38
Skewness	0.1133346904
Sum	260599
Variance	1050.480263
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2558	35.9%
74	94	1.3%
87	88	1.2%
79	86	1.2%
86	84	1.2%
78	84	1.2%
65	83	1.2%
60	82	1.2%
89	81	1.1%
88	81	1.1%
Other values (81)	3803	53.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2558	35.9%
1	2	< 0.1%
2	3	< 0.1%
3	6	0.1%
4	8	0.1%

Value	Count	Frequency (%)
90	47	0.7%
89	81	1.1%
88	81	1.1%
87	88	1.2%
86	84	1.2%

Sun Azimuth
Real number (ℝ_≥0)

Distinct	361
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	180.5254071
Minimum	0
Maximum	360
Zeros	14
Zeros (%)	0.2%
Memory size	55.7 KiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	89
median	181
Q3	273
95-th percentile	349
Maximum	360
Range	360
Interquartile range (IQR)	184

Descriptive statistics

Standard deviation	110.871035
Coefficient of variation (CV)	0.614157513
Kurtosis	-1.091089972
Mean	180.5254071
Median Absolute Deviation (MAD)	92
Skewness	-0.00540121851
Sum	1286063
Variance	12292.38641
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
198	71	1.0%
18	71	1.0%
161	57	0.8%
162	57	0.8%
209	55	0.8%
151	55	0.8%
331	55	0.8%
343	53	0.7%
29	53	0.7%
342	52	0.7%
Other values (351)	6545	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	14	0.2%
1	30	0.4%
2	29	0.4%
3	35	0.5%
4	34	0.5%

Value	Count	Frequency (%)
360	20	0.3%
359	32	0.4%
358	32	0.4%
357	31	0.4%
356	36	0.5%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	Year	Month	Day	Hour	Minute	Second	Delta T (s)	Lunation Number	Saros Number	Eclipse Type	Gamma	Eclipse Magnitude	Latitude	Longitude	Sun Altitude	Sun Azimuth
0	1	6	10	6	44	16	10520	-24719	66	14	0.3625	1.0617	44.4	121.2	69	179
1	1	12	3	20	5	38	10515	-24713	71	1	-0.0397	0.9558	-24.7	-79.2	88	3
2	2	5	30	19	45	43	10510	-24707	76	7	-0.4168	1.0087	-3.1	-72.5	65	356
3	2	11	23	5	6	15	10505	-24701	81	7	0.6476	1.0074	20.0	149.5	49	187
4	3	5	20	1	41	30	10500	-24695	86	11	-1.2319	0.5663	-69.0	-139.3	0	337
5	3	10	14	9	21	59	10496	-24690	53	11	-1.3804	0.2914	-71.4	-32.1	0	114
6	3	11	12	19	36	29	10495	-24689	91	11	1.2822	0.4772	69.6	-41.2	0	211
7	4	4	8	11	39	14	10491	-24684	58	1	0.8647	0.9486	61.7	16.8	30	142
8	4	10	2	23	52	25	10486	-24678	63	7	-0.7368	1.0095	-47.8	-156.3	42	27
9	5	3	28	17	23	34	10481	-24672	68	7	0.0789	1.0022	6.6	-37.2	85	162

Last rows

	Year	Month	Day	Hour	Minute	Second	Delta T (s)	Lunation Number	Saros Number	Eclipse Type	Gamma	Eclipse Magnitude	Latitude	Longitude	Sun Altitude	Sun Azimuth
7114	2996	7	6	23	44	3	4395	12325	162	1	0.5013	0.9508	51.6	-145.6	60	199
7115	2996	12	31	12	58	17	4399	12331	167	14	-0.1729	1.0249	-32.9	6.2	80	349
7116	2997	6	26	3	41	44	4403	12337	172	1	-0.2793	0.9916	7.2	141.9	74	8
7117	2997	12	20	23	45	15	4406	12343	177	1	0.5449	0.9696	9.6	-161.9	57	175
7118	2998	6	15	14	49	27	4410	12349	182	11	-1.0158	0.9792	-66.5	-32.5	0	9
7119	2998	12	10	3	18	31	4414	12355	187	11	1.2838	0.4773	67.2	145.0	0	179
7120	2999	5	6	23	23	57	4417	12360	154	14	0.8388	1.0566	71.5	177.3	33	146
7121	2999	10	30	9	34	33	4420	12366	159	2	-1.0023	0.9586	-70.9	-84.7	0	137
7122	3000	4	26	14	18	6	4424	12372	164	14	0.1310	1.0222	21.1	-18.4	82	166
7123	3000	10	19	16	10	16	4428	12378	169	7	-0.2303	1.0049	-23.1	-51.6	77	16

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows